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qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
59 vs 42
Hardware Fit
99 vs 60
Quality Score
33 vs 30

Hardware

qwen2.5:0.5b qwen3:8b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

qwen2.5:0.5b qwen3:8b
Tokens/sec162.718.2
TTFT81 ms12.4 s
Load time0.5 s2.7 s
Memory usage1.7 GB9.5 GB
Memory %5%30%

HW Fit Score Breakdown

qwen2.5:0.5b

Speed
40/40
TTFT
30/30
Memory
29/30

qwen3:8b

Speed
27/40
TTFT
3/30
Memory
30/30

Quality

qwen2.5:0.5b

Reasoning
6/20
Coding
0/20
Instruction
7/20
Structured
11/15
Math
5/15
Multilingual
4/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Weak Multilingual: Weak

qwen3:8b

Reasoning
9/20
Coding
0/20
Instruction
5/20
Structured
4/15
Math
3/15
Multilingual
9/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Strong
View qwen2.5:0.5b details | View qwen3:8b details

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npx metrillm@latest bench

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